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job: custom_job
config:
name: flux_train_replicate
process:
- type: custom_sd_trainer
training_folder: output
device: cuda:0
trigger_word: Logo
network:
type: lora
linear: 16
linear_alpha: 16
save:
dtype: float16
save_every: 100
max_step_saves_to_keep: 1
datasets:
- folder_path: input_images
caption_ext: txt
caption_dropout_rate: 0.05
shuffle_tokens: false
cache_latents_to_disk: false
cache_latents: true
resolution:
- 512
- 768
- 1024
train:
batch_size: 1
steps: 3000
gradient_accumulation_steps: 1
train_unet: true
train_text_encoder: false
content_or_style: balanced
gradient_checkpointing: false
noise_scheduler: flowmatch
optimizer: adamw8bit
lr: 0.0004
ema_config:
use_ema: true
ema_decay: 0.99
dtype: bf16
model:
name_or_path: FLUX.1-dev
is_flux: true
quantize: false
sample:
sampler: flowmatch
sample_every: 100
width: 1024
height: 1024
prompts:
- A minimalist, sleek waveform symbol representing innovation and dynamic progress,
using gradient shades of teal and navy blue.
- A simplified geometric mountain logo, with sharp triangular shapes and soft
shadowing, colored in subtle monochrome shades.
- A clean, minimalistic circle intertwined with connected nodes or dots, symbolizing
technology and connectivity, in shades of electric green or cyan.
- A smooth, contemporary infinity symbol with subtle gradient colors of deep
purple and pastel lavender, symbolizing endless possibilities.
- An elegant and sharp origami-style bird silhouette with clean geometric lines,
colored in monochromatic shades of grey or muted pastel tones.
- A modern logo featuring a simple leaf shape blended with circuit lines, accompanied
by the company name 'EcoTech Solutions' in a sleek sans-serif typeface, in
fresh green and silver tones.
- A minimalistic city skyline silhouette above the text 'UrbanPeak,' set in
bold, modern typography, with contrasting colors such as charcoal grey and
bright orange.
- An abstract, minimalist depiction of an interior room using geometric shapes
and perspective lines, combined with subtle gradients of warm beige and cream.
- A contemporary, minimalist house outline intertwined with subtle neural network
nodes, symbolizing AI-driven interior design, in soft tones of navy blue and
ivory.
- A sophisticated and modern cube logo in minimalist style, utilizing a gradient
effect from pastel teal to soft coral, symbolizing creativity and structure.
- ''
neg: ''
seed: 42
walk_seed: true
guidance_scale: 3.5
sample_steps: 28
meta:
name: flux_train_replicate
version: '1.0'
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